AI Research and Analysis - March Madness 2026

Research articles and in-depth analysis from the AI March Madness 2026 team. Topics include AI prediction methodology, source citation analysis, confidence calibration insights, prediction drift patterns, upset detection, prompt sensitivity testing, and tournament strategy.

This section contains 23 research articles covering how GPT-4o, Gemini 2.5, and Perplexity Sonar Pro approach NCAA Tournament predictions. Each article examines a specific aspect of AI forecasting with data from our automated collection pipeline.

Blog
Mar 21, 2026/Tournament

WHO IS GOING TO WIN LOUISVILLE VS. MICHIGAN STATE IN THE ROUND OF 32?

Michigan State wins. Louisville's offensive firepower and perimeter shooting can't overcome Michigan State's defensive length, rebounding dominance, and the kind of halfcourt grind that neutralizes high-volume three-point teams in March.

BS
BracketBurner Staff
Tournament Analysis
Mar 21, 20264 min read
AI MARCH MADNESS
TOURNAMENT · 2026
LouisvilleMichigan StateRound of 32Predictions

HOW THEY GOT HERE

Louisville advanced with an explosive offensive performance: ball movement, floor spacing, and three-point shooting at an elite rate. Michigan State survived through suffocating perimeter defense and a frontcourt that controlled the glass.

Louisville wants to push pace and launch threes. Michigan State wants to slow it down and force long twos.

WHY MICHIGAN STATE WINS

Michigan State has the perimeter defenders to make Louisville uncomfortable. Their guard defense is physical and sticky, and their willingness to play up tight on shooters forces Louisville into tougher looks.

More importantly, Michigan State rebounds everything. When they crash the glass and limit Louisville's second chances, the Cardinals' offensive efficiency drops dramatically. All three AI models back Michigan State in this matchup.

THE CASE FOR LOUISVILLE

If Louisville catches fire early from three, Michigan State could be forced into a faster pace than they prefer. Louisville's backcourt is talented and experienced. But creating opportunities requires separation, and Michigan State's length doesn't allow much of it.

KEY TO THE GAME

Three-point shooting percentage. If Michigan State can hold Louisville to below 34 percent from three, their rebounding edge and halfcourt defense will wear down the Cardinals over 40 minutes.

Final Score: Michigan State 69, Louisville 58

LIVE DATA

See this tracked in real-time as the tournament plays out.

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BS
BracketBurner Staff
Mar 21, 2026/Tournament

WHO IS GOING TO WIN DUKE VS. TCU IN THE ROUND OF 32?

Duke's ACC size and backcourt talent should be too much for TCU's disciplined mid-major system. Here

4 min read
BS
BracketBurner Staff
Mar 21, 2026/Tournament

TCU'S BIG 12 PEDIGREE MEETS DUKE'S TALENT: ROUND OF 32 PREDICTION

TCU is a well-coached team that plays the right way. But playing the right way doesn't always beat p

3 min read